ScholarGate
Asistent

Usporedite metode

Pregledajte odabrane metode jednu uz drugu; retci koji se razlikuju su istaknuti.

Analiza temporalne modularnosti×Dinamično otkrivanje zajednica×
PodručjeAnaliza mrežaAnaliza mreža
ObiteljMachine learningMachine learning
Godina nastanka20102010 (key formalization); earlier work 2002–2009
TvoracMucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P.Mucha, P. J. et al. (key formalization); earlier work by Girvan & Newman (2002)
VrstaCommunity detection (temporal extension of modularity optimization)Graph clustering / community discovery
Temeljni izvorMucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876-878. DOI ↗Mucha, P. J., Richardson, T., Macon, K., Porter, M. A., & Onnela, J.-P. (2010). Community structure in time-dependent, multiscale, and multiplex networks. Science, 328(5980), 876–878. DOI ↗
Drugi nazividynamic modularity, time-varying modularity, longitudinal community detection, temporal community structure analysisDCD, temporal community detection, evolving community detection, dynamic graph clustering
Srodne55
SažetakTemporal modularity analysis extends standard modularity-based community detection to time-varying networks by treating each time slice as a network layer and coupling adjacent layers with inter-temporal links. This allows researchers to identify how communities form, persist, merge, split, and dissolve over time in dynamic relational data.Dynamic community detection identifies groups of densely connected nodes in networks that evolve over time, tracking how communities form, merge, split, and dissolve across temporal snapshots. Developed to extend static modularity optimization to time-varying structures, it is widely used in social, biological, and communication network research.
ScholarGateSkup podataka
  1. v1
  2. 2 Izvori
  3. PUBLISHED
  1. v1
  2. 2 Izvori
  3. PUBLISHED

Idi na pretraživanje Preuzmi prezentaciju

ScholarGateUsporedite metode: Temporal Modularity Analysis · Dynamic Community Detection. Preuzeto 2026-06-15 s https://scholargate.app/hr/compare